Edge detection algorithm for enhancement of linear back projection tomographic images

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Main Authors: Muhammad Jaysuman, Pusppanathan, Mahdi Faramarzi, Fazlul Rahman, Mohd Yunus, Nor Muzakkir, Nor Ayob, Ruzairi, Abdul Rahim, Prof. Dr., Fatin Aliah, Phang Abdullah, Dr., Usman, Ullah Sheikh, Dr., Loew,  Pei Ling, Dr., Khairul Hamimah, Abas, Mohd Hafiz, Fazalul Rahiman, Dr., Shafishuhaza, Sahlan
Other Authors: jaysuman@hotmail.com
Format: Article
Language:English
Published: Penerbit UTM Press 2015
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Online Access:http://dspace.unimap.edu.my:80/xmlui/handle/123456789/40136
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spelling my.unimap-401362015-06-08T04:11:53Z Edge detection algorithm for enhancement of linear back projection tomographic images Muhammad Jaysuman, Pusppanathan Mahdi Faramarzi Fazlul Rahman, Mohd Yunus Nor Muzakkir, Nor Ayob Ruzairi, Abdul Rahim, Prof. Dr. Fatin Aliah, Phang Abdullah, Dr. Usman, Ullah Sheikh, Dr. Loew,  Pei Ling, Dr. Khairul Hamimah, Abas Mohd Hafiz, Fazalul Rahiman, Dr. Shafishuhaza, Sahlan jaysuman@hotmail.com normuzakkir@gmail.com ruzairi@fke.utm.my p-fatin@utm.my usman@fke.utm.my leowpl@fke.utm.my khairulhamimah@utm.my hafiz@unimap.edu.my shafis@utm.my Convolution Edge detection Image reconstruction Multiphase flow measurement Process tomography Ultrasonic tomography Link to publisher's homepage at http://www.penerbit.utm.my/ Process tomography (PT) is a leading technique for multiphase flow measurement and flow monitoring systems in various fields. PT has the advantage of interpreting acquired measurement data and transforming it into visual tomographic images. The most common method of image reconstruction uses the linear back projection algorithm which often results in blurry images. This paper proposes an enhancement of the reconstructed images using an edge detection image processing technique to convolve with the original image. This filtering technique calculates approximation changes of the horizontal and vertical image derivatives, thus further enhancing image accuracy. Several ultrasonic tomography images were put into a simulation test to validate it. Hence, the image results are being assessed for its performance. 2015-06-08T04:11:53Z 2015-06-08T04:11:53Z 2014 Article Jurnal Teknologi (Sciences and Engineering), vol. 69(8), 2014, pages 31-34 0127-9696 (P) 2180-3722 (O) http://www.jurnalteknologi.utm.my/index.php/jurnalteknologi/article/view/3292 http://dspace.unimap.edu.my:80/xmlui/handle/123456789/40136 en Penerbit UTM Press
institution Universiti Malaysia Perlis
building UniMAP Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Perlis
content_source UniMAP Library Digital Repository
url_provider http://dspace.unimap.edu.my/
language English
topic Convolution
Edge detection
Image reconstruction
Multiphase flow measurement
Process tomography
Ultrasonic tomography
spellingShingle Convolution
Edge detection
Image reconstruction
Multiphase flow measurement
Process tomography
Ultrasonic tomography
Muhammad Jaysuman, Pusppanathan
Mahdi Faramarzi
Fazlul Rahman, Mohd Yunus
Nor Muzakkir, Nor Ayob
Ruzairi, Abdul Rahim, Prof. Dr.
Fatin Aliah, Phang Abdullah, Dr.
Usman, Ullah Sheikh, Dr.
Loew,  Pei Ling, Dr.
Khairul Hamimah, Abas
Mohd Hafiz, Fazalul Rahiman, Dr.
Shafishuhaza, Sahlan
Edge detection algorithm for enhancement of linear back projection tomographic images
description Link to publisher's homepage at http://www.penerbit.utm.my/
author2 jaysuman@hotmail.com
author_facet jaysuman@hotmail.com
Muhammad Jaysuman, Pusppanathan
Mahdi Faramarzi
Fazlul Rahman, Mohd Yunus
Nor Muzakkir, Nor Ayob
Ruzairi, Abdul Rahim, Prof. Dr.
Fatin Aliah, Phang Abdullah, Dr.
Usman, Ullah Sheikh, Dr.
Loew,  Pei Ling, Dr.
Khairul Hamimah, Abas
Mohd Hafiz, Fazalul Rahiman, Dr.
Shafishuhaza, Sahlan
format Article
author Muhammad Jaysuman, Pusppanathan
Mahdi Faramarzi
Fazlul Rahman, Mohd Yunus
Nor Muzakkir, Nor Ayob
Ruzairi, Abdul Rahim, Prof. Dr.
Fatin Aliah, Phang Abdullah, Dr.
Usman, Ullah Sheikh, Dr.
Loew,  Pei Ling, Dr.
Khairul Hamimah, Abas
Mohd Hafiz, Fazalul Rahiman, Dr.
Shafishuhaza, Sahlan
author_sort Muhammad Jaysuman, Pusppanathan
title Edge detection algorithm for enhancement of linear back projection tomographic images
title_short Edge detection algorithm for enhancement of linear back projection tomographic images
title_full Edge detection algorithm for enhancement of linear back projection tomographic images
title_fullStr Edge detection algorithm for enhancement of linear back projection tomographic images
title_full_unstemmed Edge detection algorithm for enhancement of linear back projection tomographic images
title_sort edge detection algorithm for enhancement of linear back projection tomographic images
publisher Penerbit UTM Press
publishDate 2015
url http://dspace.unimap.edu.my:80/xmlui/handle/123456789/40136
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score 13.214268